Lightcast - Open Skills Taxonomy

**Overview**
No one can truly understand a job without understanding the skills it requires, which makes a skills-based approach essential at every level of the labor market.

The Lightcast Open Skills Library brings clarity and consistency by providing a universal language of skills. Openly available on the Databricks Marketplace, this resource empowers organizations to clearly articulate their skill needs. For details on how you may copy or redistribute all or part of the dataset in any medium or format, please refer to our [Open Terms of Use](https://clickwrap.us.spotdraft.com/259502/lightcast-legal/open-terms-of-use-121d834d).

Behind the scenes, our team of expert taxonomists and engineers continuously cleans, verifies, and updates each skill entry, ensuring you always have access to the most accurate and current view of the labor market.

Open Skills is freely accessible because we believe in using data for good. Our goal is a labor market that works for everyone. By embracing a shared language of skills, we can help every worker and every job connect more effectively, efficiently, and fairly.

**Use cases**
***Market Analysis***
Gain insights into skill availability across the workforce or general population. Understand how talent supply affects market behavior, regional competitiveness, and business strategy.

***Staffing***
Bridge the gap between jobs and people. Lightcast Skills gives recruiters, HR teams, and job seekers a common framework to assess job requirements and candidate fit.

***Economic Impact Analysis***
Incorporate skills data into your economic models to better understand how the unique makeup of jobs drives economic outcomes at the local, regional, or national level.

***Machine Learning***
Use Lightcast Skills to train more intelligent models. Isolate roles, enrich job descriptions, and improve classification with precise, structured skill data.

**Product details**
- *skill_0_category*: Skill Categories - the highest level of the Lightcast Open Skills taxonomy.
- *skill_1_subcategory*: Skill Subcategories - the mid level of the Lightcast Open Skills taxonomy.
- *skill_2_skill*: Skills - the most granular level of the Lightcast Open Skills taxonomy.

**Additional Insights**
To learn more about Lightcast Skills, please visit [Lightcast Skills Taxonomy](https://kb.lightcast.io/en/articles/7216059-lightcast-skills-taxonomy)

**概述**
唯有掌握岗位所需的技能，方能真正理解该岗位的内涵，这使得以技能为核心的方法在劳动力市场的各个层级都至关重要。

Lightcast开放技能库（Lightcast Open Skills Library）通过构建统一的技能语言，为技能相关描述带来清晰性与一致性。该资源在Databricks市场（Databricks Marketplace）上公开可用，助力各类组织清晰准确地表述自身的技能需求。若需了解以任何媒介或形式复制、分发本数据集全部或部分内容的详细规则，请参阅我们的[开放使用条款（Open Terms of Use）](https://clickwrap.us.spotdraft.com/259502/lightcast-legal/open-terms-of-use-121d834d)。

幕后，我们的专业分类学家与工程师团队会持续对每一条技能条目进行清理、验证与更新，确保用户始终能够获取劳动力市场最精准、最新的全貌。

本开放技能库（Open Skills）免费开放，源于我们坚信数据应服务于公共利益。我们的愿景是构建一个人人都能从中获益的劳动力市场。通过采用统一的技能语言，我们能够帮助每一位劳动者与每一个岗位实现更高效、更公平且更精准的匹配。

**使用场景**
***市场分析***
洞察劳动力群体或全体民众的技能供给情况，理解人才供给如何影响市场行为、区域竞争力与企业战略。

***人员配置***
弥合岗位与人才之间的鸿沟。Lightcast技能体系为招聘人员、人力资源团队与求职者提供了统一的评估框架，用于评估岗位需求与候选人匹配度。

***经济影响分析***
将技能数据纳入经济模型，以更好地理解岗位的独特构成如何在地方、区域或国家层面推动经济成果的形成。

***机器学习***
使用Lightcast技能体系训练更智能的模型。借助精准结构化的技能数据，实现岗位角色隔离、职位描述增强与分类效果优化。

**产品详情**
- skill_0_category：技能大类（Skill Categories）——Lightcast开放技能分类体系的最高层级。
- skill_1_subcategory：技能子类（Skill Subcategories）——Lightcast开放技能分类体系的中间层级。
- skill_2_skill：具体技能（Skills）——Lightcast开放技能分类体系的最细粒度层级。

**额外洞察**
若需了解更多关于Lightcast技能体系的信息，请访问[Lightcast技能分类体系（Lightcast Skills Taxonomy）](https://kb.lightcast.io/en/articles/7216059-lightcast-skills-taxonomy)